Projects

Basic color recognizer using Python and OpenCV3

This color sensor simply takes the average of 100 pixels in the area bounded by the green box and compares it to the closest color in the webcolors library.

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Gesture classifier using Tensorflow and OpenCV3

A quick demonstration of gesture classifier using Tensorflow and OpenCV3.

I trained the model using 8 photos (per gesture) and then reducing them to 28×28 pixels to increase performance and reduce noise-related issue.

The first layer of the neural network flattens the image to 1 dimensional array. A lot of magic in between and the NN outputs 6 values: each value being the probability of the correct letter from A-F.